{"id":590,"date":"2021-12-04T14:05:11","date_gmt":"2021-12-04T14:05:11","guid":{"rendered":"https:\/\/groups.cs.umass.edu\/asarv\/?page_id=590"},"modified":"2023-11-27T16:36:07","modified_gmt":"2023-11-27T16:36:07","slug":"projects-2","status":"publish","type":"page","link":"https:\/\/groups.cs.umass.edu\/asarv\/projects-2\/","title":{"rendered":"Research Projects"},"content":{"rendered":"\n

Exploratory Visual Analytics & Provenance-Driven Systems<\/h2>\n\n\n\n
\"\"<\/figure>
\n

Identifying the Role of Record-keeping in Visual Analytics
<\/strong>A Closer Look at Note Taking in the Co-located Collaborative Visual Analytics Process
VAST 2010 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Augmenting Visual Analytics with Provenance
<\/strong>Observations of Record-Keeping in Co-located Collaborative Analysis
HICSS 2013 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Facilitating Handoff in Collaborative Visual Analytics
<\/strong>Exploiting History to Reduce Interaction Costs in Collaborative Analysis
GI 2015 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Increasing Depth and Breadth of Visual Data Exploration
<\/strong>Visualizing Dimension Coverage to Support Exploratory Analysis
TVCG 2016 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Supporting Supporting Serendipitous Discovery & Balanced Analysis
<\/strong>Supporting Serendipitous Discovery and Balanced Analysis of Unstructured Text with Interaction-Driven Metrics and Bias-Mitigating Suggestions
CHI 2022 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Privacy-Preserving Data Visualisation<\/h2>\n\n\n\n
\"\"<\/figure>
\n

Balancing Privacy-Utility Tension in Differentially Private Scatterplots
<\/strong>Investigating the Visual Utility of Differentially Private Scatterplots
TVCG 2023 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Investigating Visual Analytics under Differential Privacy
<\/strong>Investigating Visual Analysis of Differentially Private Data
TVCG 2020 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Graphical Perception & Interaction Design<\/h2>\n\n\n\n
\"\"<\/figure>
\n

Investigating Perceptual Biases in Value Estimation Tasks
<\/strong>Investigating Perceptual Biases in Icon Arrays
CHI 2022 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Direct Data Manipulation via Interaction with Visual Glyphs
<\/strong>Embedded Merge & Split: Visual Adjustment of Data Grouping
TVCG 2018 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Utilizing AI and Visual Analytics for Social Impact<\/h2>\n\n\n\n
\"\"<\/figure>
\n

Moving Beyond Sentiment Analysis in Textual Data
<\/strong>CommunityPulse: Facilitating Community Input Analysis by Surfacing Hidden Insights, Reflections, and Priorities
DIS 2021 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Improving Inclusivity in Public Input Gathering and Analysis
<\/strong>CommunityPulse: Facilitating Community Input Analysis by Surfacing Hidden Insights, Reflections, and Priorities
CSCW 2020 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Extending Inclusive Data Collection to Virtual Meetings
<\/strong>CommunityClick-Virtual: Multi-Modal Interactions for Enhancing Participation in Virtual Meetings
MERCADO VIS 2023 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Multi-Agent AI-Driven Conversational Data Collection
<\/strong>CommunityBots: Building and Evaluating a Community of Chatbots for Gathering Public Input
CSCW 2023 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Inclusive & Equitable Visualization<\/h2>\n\n\n\n
\"\"<\/figure>
\n

Investigating the Political Ramifications of Text Analysis
<\/strong>Of Course it\u2019s Political! A Critical Inquiry into Underemphasized Dimensions in Civic Text Visualization
EuroVis 2022 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Exploring Pandemic Effects on Small-Town Civic Life
<\/strong>Mapping Instability: The Effects of the Pandemic on the Civic Life of a Small Town
Environments by Design AMPS 2022 | Paper<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Disciplinary Diversity and Gender Equity in Visualization Research
<\/strong>Scientometric Analysis of Interdisciplinary Collaboration and Gender Trends in 30 Years of IEEE VIS Publications
TVCG 2022 | Paper<\/a><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

Exploratory Visual Analytics & Provenance-Driven Systems Identifying the Role of Record-keeping in Visual AnalyticsA Closer Look at Note Taking in the Co-located Collaborative Visual Analytics ProcessVAST 2010 | Paper Augmenting Visual Analytics with ProvenanceObservations of Record-Keeping in Co-located Collaborative AnalysisHICSS 2013 | Paper Facilitating Handoff in Collaborative Visual AnalyticsExploiting History to Reduce Interaction Costs in … Continue reading “Research Projects”<\/span><\/a><\/p>\n","protected":false},"author":10,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"class_list":["post-590","page","type-page","status-publish","hentry","group-blog","hfeed"],"_links":{"self":[{"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/pages\/590","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/comments?post=590"}],"version-history":[{"count":52,"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/pages\/590\/revisions"}],"predecessor-version":[{"id":917,"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/pages\/590\/revisions\/917"}],"wp:attachment":[{"href":"https:\/\/groups.cs.umass.edu\/asarv\/wp-json\/wp\/v2\/media?parent=590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}